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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.

Released logo
Released
✓ verifiedFreemium

Jira-native tool that turns existing issues into customer roadmaps, release notes, and feedback portals without duplicate data entry.

11K visits/mo941 saves
Firebase Studio logo
Firebase Studio
✓ verifiedFree

Browser-based AI dev workspace by Google for full-stack apps; being sunset on 22 Mar 2027, no new workspaces.

531K visits/mo
Lovable logo
Lovable
✓ verifiedFreemium

AI app builder that turns chat prompts into working web apps and sites, with credit-based build and deploy.

35M visits/mo69K saves
Banani logo
Banani
✓ verifiedFreemium

AI copilot that turns text or references into editable, multi-screen UI prototypes exportable to Figma or code.

419K visits/mo13K saves
Softgen logo
Softgen
✓ verifiedFreemium

AI app builder that turns plain-English prompts into deployable full-stack web apps with a managed database and full code ownership.

103K visits/mo16K saves
Pricing
Free: $0/mo (up to 10 users, 2,000 AI tokens/user)
Standard: $1.10/user/month (unlimited users, 10,000 AI tokens/user)
Advanced: $1.70/user/month (unlimited users, 20,000 AI tokens/user)

Free trial available

No public pricing

No public pricing

No public pricing

Free trial available

Starting plan: $25/mo (entry-level tier per pricing comparison)

Free trial available

Core features
  • Roadmaps synced live from Jira issues
  • AI-generated release notes
  • Customer feedback and idea portals
  • Audience-specific roadmap views
  • Password-protected or invite-only sharing
  • Publishing to Confluence and Slack
  • Cloud workspaces for full-stack development
  • App Prototyping agent from natural language
  • Gemini AI for coding, debugging and docs
  • Repo import from GitHub, GitLab and Bitbucket
  • Web previews and Android emulators
  • Deploy to Firebase App Hosting, Hosting or Cloud Run
  • Chat-to-app and website generation
  • Real-time prototype building
  • One-click deploy and hosting
  • Templates to start projects
  • Credit-based building with shared workspaces
  • You own your code and data
  • Text-to-UI prototype generation
  • Design from image or Figma references
  • Interactive multi-screen prototypes
  • Conversational AI editing
  • Export to Figma, HTML/CSS, images
  • MCP access for coding agents
  • Builds full-stack apps from plain-English descriptions
  • Choice of 12+ underlying AI models
  • Managed Supabase database included
  • GitHub code export on all plans
  • One-click Vercel deployment
  • Credits that don't expire while subscribed
Use cases
  • Sharing a public product roadmap with customers
  • Publishing release notes automatically from Jira tickets
  • Collecting and prioritizing customer feature requests
  • Giving executives a curated view of product progress
  • Prototyping apps from a prompt or mockup
  • Building full-stack apps in the browser
  • Collaborating and sharing preview URLs
  • Deploying and monitoring apps quickly
  • Build web apps without coding
  • Prototype product ideas quickly
  • Create landing pages and sites
  • Ship internal tools
  • Rapid UI wireframing
  • Prototyping product screens
  • Recreating a reference UI
  • Handing designs to developers
  • Non-technical founders shipping an MVP quickly
  • Agencies delivering client projects faster
  • Developers prototyping SaaS ideas without boilerplate setup
  • Solo builders launching small businesses without hiring engineers
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